You might want to post on this board, if you haven't already

www.cavycompendium.com

There are lots of piggy experts there who would be more than happy to help you

In my opinion, it sounds like it's just the little guys personality. Some piggies don't like to be held or handled. You're doing the right thing though, giving him treats and stuff.

Good luck